6.       Machine Learning-Driven Ink Concentration Optimization in Solution-Processed Organic Light-Emitting Diodes for

          Enhanced Current Efficiency

Ji Soo Kim, Soon-Hyung Kwon*, and Youn Sang Kim*

TFT

ACS Applied Electronic Materials 7, 7, 2803-2811 (2025)

5.       Uniformization of Electron Distribution at Grain Boundaries via Work Function Adjusting Interlayer to Prevent Li-

          Filament Formation Within Solid Electrolytes

Jeewon Lee, Heebae Kim, Young Pyo Jeon, Huding Jin, Jinil Cho, Seonmi Pyo, Heejun Yun, Byeongyun Min, Juyeon Han, Jeeyoung Yoo*, and Youn Sang Kim*

에너지 저장 소자 : 배터리

Small Early View (2025)

4.       Simultaneous Improvement of Multiple Electrical Characteristics in Ultrathin a-IGZO TFTs Using Machine Learning

          Optimization

Hyunkyu Yang‡, Jiho Lee‡, Chaeyoung Park, Chan Lee, Minho Jin, Jiyeon Kim, Jong Chan Shin, Suhwan Hwang, Eungkyu Lee*, and Youn Sang Kim*

‡ These authors contributed equally

TFT

ACS Applied Materials & Interfaces 17, 7, 10865-10875 (2025)

3.       Ionovoltaic natural evaporation-induced electrical energy harvesting for green hydrogen generation

Lianghui Li, Yong Hyun Cho, Won Hyung Lee, Junghyup Han, Seungyeon Yu, Huding Jin,*, and Youn Sang Kim*

에너지 하베스팅 및 신개념 센서

Nano Energy 136, 110731 (2025)

2.       Anion-Rich Interface via a Self-Assembled Monolayer toward a Long-Lifespan Li Metal Battery

Byeongyun Min‡, Seonmi Pyo‡, Juyeon Han, Huding Jin, Jinil Cho, Heejun Yun, Heebae Kim, Jeewon Lee, Jemin Lee, Harim Seo, Jeeyoung Yoo*, and Youn Sang Kim*

‡ These authors contributed equally

에너지 저장 소자 : 배터리

ACS Applied Materials & Interfaces 17, 13, 4795-4803 (2025)

1.       Machine Learning Strategy for Optimizing Multiple Electrical Characteristics in Dual-Layer Oxide Thin Film Transistors

Wonho You‡, Jiho Lee‡, Chan Lee, Minho Jin, Haeyeon Lee, Jiyeon Kim, Jong Chan Shin, Hyunkyu Yang, Eungkyu Lee*, and Youn Sang Kim*

‡ These authors contributed equally

TFT

ACS Applied Materials & Interfaces 17, 1, 1565-1575 (2025)